It is unclear what is actually contained inside the Key Ingredient, though it looks like tea powder.
The other ingredients needed for the Calming Potion, along with the Key Ingredient, are the Old Bone and Carbonated Coconut Milk. This, along with hints of finding the Medicine Man, is carved on the wall of the Temple Treasure Room.